Ross ROSS = Recommend OSS · open-source software intelligence for agents

InvokeAI

Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products. observed · 2026-10-19

github.com/invoke-ai/InvokeAI · homepage · TypeScript · Apache-2.0 (permissive) observed · 2026-10-19

Health v2 · maintenance only

100/100

  • Activity 100
  • Release rhythm 99
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: 10
  • age_days: 1526
  • days_rel: 6
  • days_push: 2
  • n_releases_24m: 50

Full methodology

Adoption not part of the score

28742 stars · 3068 forks observed · 2026-10-19

What it is AI-extracted, prompt v1, taxonomy v1, 2026-10-05, confidence 0.98

InvokeAI is a self‑hosted, open‑source creative engine for AI‑driven image generation and editing. It provides a polished web UI, a unified canvas, and node‑based workflow tools for professional artists and enthusiasts.

Use cases

  • Generate high‑quality images from text prompts using Stable Diffusion models
  • Edit and extend existing images with inpainting or outpainting tools
  • Create complex generation pipelines with visual node‑based workflows
  • Manage and switch between multiple model checkpoints, LoRAs, and ControlNets
  • Run a private, local AI image generation server for privacy‑sensitive projects

When to choose

  • You need a full‑featured, locally run UI for AI image creation
  • You want advanced canvas editing, layer support, and workflow automation
  • You require support for the latest diffusion models and easy model management
  • You prefer an open‑source solution with a permissive Apache‑2.0 license

When to avoid

  • You only need a simple command‑line image generator without a UI
  • Your hardware cannot meet the GPU requirements for diffusion models
  • You prefer a cloud‑based service with no local installation

Facets

application · maturity active

image-processing http-server gui cli workflow-automation artificial-intelligence computer-vision windows stable-diffusion ai-art img2img inpainting outpainting latent-diffusion node-workflows creative-tools linux macos web-server desktop

6 sources

Member repositories

RepositoryRoleHealth v2
invoke-ai/InvokeAImain100
invoke-ai/invoke-trainingsdk47
invoke-ai/launcherfrontend89

For agents

markdown · JSON · MCP: product_card(name="invoke-ai/InvokeAI")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem